Dataset statistics
| Number of variables | 31 |
|---|---|
| Number of observations | 1913 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 478.2 KiB |
| Average record size in memory | 256.0 B |
Variable types
| Numeric | 22 |
|---|---|
| Categorical | 8 |
| DateTime | 1 |
Timeseries statistics
| Number of series | 0 |
|---|---|
| Time series length | 1913 |
| Starting point | 2011-01-29 00:00:00 |
| Ending point | 2016-04-24 00:00:00 |
| Period | 1 day |
HOBBIES_1_007_CA_1_validation is highly imbalanced (58.4%) | Imbalance |
HOBBIES_1_011_CA_1_validation is highly imbalanced (80.6%) | Imbalance |
HOBBIES_1_013_CA_1_validation is highly imbalanced (60.4%) | Imbalance |
HOBBIES_1_018_CA_1_validation is highly imbalanced (86.5%) | Imbalance |
HOBBIES_1_020_CA_1_validation is highly imbalanced (54.6%) | Imbalance |
HOBBIES_1_022_CA_1_validation is highly imbalanced (53.0%) | Imbalance |
HOBBIES_1_026_CA_1_validation is highly imbalanced (94.7%) | Imbalance |
date_col has unique values | Unique |
HOBBIES_1_001_CA_1_validation has 1492 (78.0%) zeros | Zeros |
HOBBIES_1_002_CA_1_validation has 1511 (79.0%) zeros | Zeros |
HOBBIES_1_003_CA_1_validation has 1697 (88.7%) zeros | Zeros |
HOBBIES_1_004_CA_1_validation has 617 (32.3%) zeros | Zeros |
HOBBIES_1_005_CA_1_validation has 950 (49.7%) zeros | Zeros |
HOBBIES_1_006_CA_1_validation has 1261 (65.9%) zeros | Zeros |
HOBBIES_1_008_CA_1_validation has 535 (28.0%) zeros | Zeros |
HOBBIES_1_009_CA_1_validation has 1033 (54.0%) zeros | Zeros |
HOBBIES_1_010_CA_1_validation has 996 (52.1%) zeros | Zeros |
HOBBIES_1_014_CA_1_validation has 852 (44.5%) zeros | Zeros |
HOBBIES_1_015_CA_1_validation has 373 (19.5%) zeros | Zeros |
HOBBIES_1_016_CA_1_validation has 393 (20.5%) zeros | Zeros |
HOBBIES_1_017_CA_1_validation has 963 (50.3%) zeros | Zeros |
HOBBIES_1_019_CA_1_validation has 995 (52.0%) zeros | Zeros |
HOBBIES_1_021_CA_1_validation has 1155 (60.4%) zeros | Zeros |
HOBBIES_1_023_CA_1_validation has 896 (46.8%) zeros | Zeros |
HOBBIES_1_024_CA_1_validation has 1573 (82.2%) zeros | Zeros |
HOBBIES_1_025_CA_1_validation has 1360 (71.1%) zeros | Zeros |
HOBBIES_1_027_CA_1_validation has 1650 (86.3%) zeros | Zeros |
HOBBIES_1_028_CA_1_validation has 1068 (55.8%) zeros | Zeros |
HOBBIES_1_029_CA_1_validation has 631 (33.0%) zeros | Zeros |
HOBBIES_1_030_CA_1_validation has 930 (48.6%) zeros | Zeros |
Reproduction
| Analysis started | 2024-01-03 21:34:59.604072 |
|---|---|
| Analysis finished | 2024-01-03 21:35:44.696230 |
| Duration | 45.09 seconds |
| Software version | ydata-profiling vv4.6.3 |
| Download configuration | config.json |
HOBBIES_1_001_CA_1_validation
Real number (ℝ)
ZEROS
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.31364349 |
| Minimum | 0 |
|---|---|
| Maximum | 5 |
| Zeros | 1492 |
| Zeros (%) | 78.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 29.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 2 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.68525028 |
|---|---|
| Coefficient of variation (CV) | 2.1848063 |
| Kurtosis | 8.3401167 |
| Mean | 0.31364349 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.6687908 |
| Sum | 600 |
| Variance | 0.46956794 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 0 | 1492 | |
| 1 | 291 | 15.2% |
| 2 | 94 | 4.9% |
| 3 | 25 | 1.3% |
| 4 | 9 | 0.5% |
| 5 | 2 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 1492 | |
| 1 | 291 | 15.2% |
| 2 | 94 | 4.9% |
| 3 | 25 | 1.3% |
| 4 | 9 | 0.5% |
| 5 | 2 | 0.1% |
| Value | Count | Frequency (%) |
| 5 | 2 | 0.1% |
| 4 | 9 | 0.5% |
| 3 | 25 | 1.3% |
| 2 | 94 | 4.9% |
| 1 | 291 | 15.2% |
| 0 | 1492 |
HOBBIES_1_002_CA_1_validation
Real number (ℝ)
ZEROS
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2577104 |
| Minimum | 0 |
|---|---|
| Maximum | 5 |
| Zeros | 1511 |
| Zeros (%) | 79.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 29.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.56942163 |
|---|---|
| Coefficient of variation (CV) | 2.2095407 |
| Kurtosis | 11.781735 |
| Mean | 0.2577104 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.9064956 |
| Sum | 493 |
| Variance | 0.32424099 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 0 | 1511 | |
| 1 | 338 | 17.7% |
| 2 | 44 | 2.3% |
| 3 | 15 | 0.8% |
| 4 | 3 | 0.2% |
| 5 | 2 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 1511 | |
| 1 | 338 | 17.7% |
| 2 | 44 | 2.3% |
| 3 | 15 | 0.8% |
| 4 | 3 | 0.2% |
| 5 | 2 | 0.1% |
| Value | Count | Frequency (%) |
| 5 | 2 | 0.1% |
| 4 | 3 | 0.2% |
| 3 | 15 | 0.8% |
| 2 | 44 | 2.3% |
| 1 | 338 | 17.7% |
| 0 | 1511 |
HOBBIES_1_003_CA_1_validation
Real number (ℝ)
ZEROS
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.15054888 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 1697 |
| Zeros (%) | 88.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 29.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.48655669 |
|---|---|
| Coefficient of variation (CV) | 3.2318852 |
| Kurtosis | 27.75202 |
| Mean | 0.15054888 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.4682401 |
| Sum | 288 |
| Variance | 0.23673741 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=7)
| Value | Count | Frequency (%) |
| 0 | 1697 | |
| 1 | 166 | 8.7% |
| 2 | 34 | 1.8% |
| 3 | 13 | 0.7% |
| 4 | 1 | 0.1% |
| 5 | 1 | 0.1% |
| 6 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 1697 | |
| 1 | 166 | 8.7% |
| 2 | 34 | 1.8% |
| 3 | 13 | 0.7% |
| 4 | 1 | 0.1% |
| 5 | 1 | 0.1% |
| 6 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 6 | 1 | 0.1% |
| 5 | 1 | 0.1% |
| 4 | 1 | 0.1% |
| 3 | 13 | 0.7% |
| 2 | 34 | 1.8% |
| 1 | 166 | 8.7% |
| 0 | 1697 |
HOBBIES_1_004_CA_1_validation
Real number (ℝ)
ZEROS
| Distinct | 16 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.7187663 |
| Minimum | 0 |
|---|---|
| Maximum | 15 |
| Zeros | 617 |
| Zeros (%) | 32.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 29.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 5 |
| Maximum | 15 |
| Range | 15 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.9898666 |
|---|---|
| Coefficient of variation (CV) | 1.1577296 |
| Kurtosis | 6.192527 |
| Mean | 1.7187663 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 2.0210051 |
| Sum | 3288 |
| Variance | 3.9595692 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=16)
| Value | Count | Frequency (%) |
| 0 | 617 | |
| 1 | 473 | |
| 2 | 348 | |
| 3 | 201 | 10.5% |
| 4 | 107 | 5.6% |
| 5 | 75 | 3.9% |
| 6 | 38 | 2.0% |
| 7 | 16 | 0.8% |
| 8 | 15 | 0.8% |
| 10 | 8 | 0.4% |
| Other values (6) | 15 | 0.8% |
| Value | Count | Frequency (%) |
| 0 | 617 | |
| 1 | 473 | |
| 2 | 348 | |
| 3 | 201 | 10.5% |
| 4 | 107 | 5.6% |
| 5 | 75 | 3.9% |
| 6 | 38 | 2.0% |
| 7 | 16 | 0.8% |
| 8 | 15 | 0.8% |
| 9 | 4 | 0.2% |
| Value | Count | Frequency (%) |
| 15 | 1 | 0.1% |
| 14 | 2 | 0.1% |
| 13 | 1 | 0.1% |
| 12 | 4 | 0.2% |
| 11 | 3 | 0.2% |
| 10 | 8 | 0.4% |
| 9 | 4 | 0.2% |
| 8 | 15 | 0.8% |
| 7 | 16 | |
| 6 | 38 |
HOBBIES_1_005_CA_1_validation
Real number (ℝ)
ZEROS
| Distinct | 10 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.96654469 |
| Minimum | 0 |
|---|---|
| Maximum | 9 |
| Zeros | 950 |
| Zeros (%) | 49.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 29.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 3 |
| Maximum | 9 |
| Range | 9 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.2944722 |
|---|---|
| Coefficient of variation (CV) | 1.3392782 |
| Kurtosis | 4.5146395 |
| Mean | 0.96654469 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.8203436 |
| Sum | 1849 |
| Variance | 1.6756584 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) |
| 0 | 950 | |
| 1 | 460 | |
| 2 | 288 | 15.1% |
| 3 | 122 | 6.4% |
| 4 | 53 | 2.8% |
| 5 | 21 | 1.1% |
| 6 | 9 | 0.5% |
| 7 | 6 | 0.3% |
| 8 | 2 | 0.1% |
| 9 | 2 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 950 | |
| 1 | 460 | |
| 2 | 288 | 15.1% |
| 3 | 122 | 6.4% |
| 4 | 53 | 2.8% |
| 5 | 21 | 1.1% |
| 6 | 9 | 0.5% |
| 7 | 6 | 0.3% |
| 8 | 2 | 0.1% |
| 9 | 2 | 0.1% |
| Value | Count | Frequency (%) |
| 9 | 2 | 0.1% |
| 8 | 2 | 0.1% |
| 7 | 6 | 0.3% |
| 6 | 9 | 0.5% |
| 5 | 21 | 1.1% |
| 4 | 53 | 2.8% |
| 3 | 122 | 6.4% |
| 2 | 288 | 15.1% |
| 1 | 460 | |
| 0 | 950 |
HOBBIES_1_006_CA_1_validation
Real number (ℝ)
ZEROS
| Distinct | 11 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.85833769 |
| Minimum | 0 |
|---|---|
| Maximum | 10 |
| Zeros | 1261 |
| Zeros (%) | 65.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 29.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 4 |
| Maximum | 10 |
| Range | 10 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.571951 |
|---|---|
| Coefficient of variation (CV) | 1.83139 |
| Kurtosis | 5.8793317 |
| Mean | 0.85833769 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.3310588 |
| Sum | 1642 |
| Variance | 2.4710301 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=11)
| Value | Count | Frequency (%) |
| 0 | 1261 | |
| 1 | 232 | 12.1% |
| 2 | 174 | 9.1% |
| 3 | 107 | 5.6% |
| 4 | 55 | 2.9% |
| 5 | 32 | 1.7% |
| 6 | 23 | 1.2% |
| 7 | 15 | 0.8% |
| 8 | 9 | 0.5% |
| 9 | 4 | 0.2% |
| Value | Count | Frequency (%) |
| 0 | 1261 | |
| 1 | 232 | 12.1% |
| 2 | 174 | 9.1% |
| 3 | 107 | 5.6% |
| 4 | 55 | 2.9% |
| 5 | 32 | 1.7% |
| 6 | 23 | 1.2% |
| 7 | 15 | 0.8% |
| 8 | 9 | 0.5% |
| 9 | 4 | 0.2% |
| Value | Count | Frequency (%) |
| 10 | 1 | 0.1% |
| 9 | 4 | 0.2% |
| 8 | 9 | 0.5% |
| 7 | 15 | 0.8% |
| 6 | 23 | 1.2% |
| 5 | 32 | 1.7% |
| 4 | 55 | 2.9% |
| 3 | 107 | |
| 2 | 174 | |
| 1 | 232 |
HOBBIES_1_007_CA_1_validation
Categorical
IMBALANCE
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 29.9 KiB |
| 0 | |
|---|---|
| 1 | |
| 2 | 54 |
| 3 | 8 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 1913 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 1559 | |
| 1 | 292 | 15.3% |
| 2 | 54 | 2.8% |
| 3 | 8 | 0.4% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 1559 | |
| 1 | 292 | 15.3% |
| 2 | 54 | 2.8% |
| 3 | 8 | 0.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1559 | |
| 1 | 292 | 15.3% |
| 2 | 54 | 2.8% |
| 3 | 8 | 0.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1913 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1559 | |
| 1 | 292 | 15.3% |
| 2 | 54 | 2.8% |
| 3 | 8 | 0.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1913 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 1559 | |
| 1 | 292 | 15.3% |
| 2 | 54 | 2.8% |
| 3 | 8 | 0.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1913 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 1559 | |
| 1 | 292 | 15.3% |
| 2 | 54 | 2.8% |
| 3 | 8 | 0.4% |
HOBBIES_1_008_CA_1_validation
Real number (ℝ)
ZEROS
| Distinct | 54 |
|---|---|
| Distinct (%) | 2.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.2294825 |
| Minimum | 0 |
|---|---|
| Maximum | 91 |
| Zeros | 535 |
| Zeros (%) | 28.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 29.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 4 |
| Q3 | 10 |
| 95-th percentile | 26 |
| Maximum | 91 |
| Range | 91 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 9.1162947 |
|---|---|
| Coefficient of variation (CV) | 1.2609886 |
| Kurtosis | 8.9079924 |
| Mean | 7.2294825 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 2.3449744 |
| Sum | 13830 |
| Variance | 83.106829 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 535 | |
| 4 | 122 | 6.4% |
| 2 | 122 | 6.4% |
| 5 | 103 | 5.4% |
| 6 | 97 | 5.1% |
| 3 | 96 | 5.0% |
| 1 | 91 | 4.8% |
| 8 | 84 | 4.4% |
| 7 | 73 | 3.8% |
| 9 | 67 | 3.5% |
| Other values (44) | 523 |
| Value | Count | Frequency (%) |
| 0 | 535 | |
| 1 | 91 | 4.8% |
| 2 | 122 | 6.4% |
| 3 | 96 | 5.0% |
| 4 | 122 | 6.4% |
| 5 | 103 | 5.4% |
| 6 | 97 | 5.1% |
| 7 | 73 | 3.8% |
| 8 | 84 | 4.4% |
| 9 | 67 | 3.5% |
| Value | Count | Frequency (%) |
| 91 | 1 | 0.1% |
| 75 | 1 | 0.1% |
| 57 | 1 | 0.1% |
| 54 | 1 | 0.1% |
| 52 | 1 | 0.1% |
| 51 | 1 | 0.1% |
| 50 | 1 | 0.1% |
| 49 | 2 | |
| 48 | 2 | |
| 47 | 3 |
HOBBIES_1_009_CA_1_validation
Real number (ℝ)
ZEROS
| Distinct | 17 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.1860951 |
| Minimum | 0 |
|---|---|
| Maximum | 20 |
| Zeros | 1033 |
| Zeros (%) | 54.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 29.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 2 |
| 95-th percentile | 5 |
| Maximum | 20 |
| Range | 20 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 2.0150779 |
|---|---|
| Coefficient of variation (CV) | 1.6989176 |
| Kurtosis | 14.842781 |
| Mean | 1.1860951 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.1315998 |
| Sum | 2269 |
| Variance | 4.0605388 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=17)
| Value | Count | Frequency (%) |
| 0 | 1033 | |
| 1 | 350 | 18.3% |
| 2 | 240 | 12.5% |
| 3 | 104 | 5.4% |
| 4 | 75 | 3.9% |
| 5 | 28 | 1.5% |
| 8 | 24 | 1.3% |
| 6 | 22 | 1.2% |
| 7 | 14 | 0.7% |
| 9 | 8 | 0.4% |
| Other values (7) | 15 | 0.8% |
| Value | Count | Frequency (%) |
| 0 | 1033 | |
| 1 | 350 | 18.3% |
| 2 | 240 | 12.5% |
| 3 | 104 | 5.4% |
| 4 | 75 | 3.9% |
| 5 | 28 | 1.5% |
| 6 | 22 | 1.2% |
| 7 | 14 | 0.7% |
| 8 | 24 | 1.3% |
| 9 | 8 | 0.4% |
| Value | Count | Frequency (%) |
| 20 | 1 | 0.1% |
| 18 | 1 | 0.1% |
| 16 | 3 | 0.2% |
| 13 | 1 | 0.1% |
| 12 | 1 | 0.1% |
| 11 | 2 | 0.1% |
| 10 | 6 | 0.3% |
| 9 | 8 | 0.4% |
| 8 | 24 | |
| 7 | 14 |
HOBBIES_1_010_CA_1_validation
Real number (ℝ)
ZEROS
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.71928907 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 996 |
| Zeros (%) | 52.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 29.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 2.4 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.92168728 |
|---|---|
| Coefficient of variation (CV) | 1.2813865 |
| Kurtosis | 2.2497095 |
| Mean | 0.71928907 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.4103416 |
| Sum | 1376 |
| Variance | 0.84950744 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=7)
| Value | Count | Frequency (%) |
| 0 | 996 | |
| 1 | 582 | |
| 2 | 239 | 12.5% |
| 3 | 74 | 3.9% |
| 4 | 18 | 0.9% |
| 6 | 2 | 0.1% |
| 5 | 2 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 996 | |
| 1 | 582 | |
| 2 | 239 | 12.5% |
| 3 | 74 | 3.9% |
| 4 | 18 | 0.9% |
| 5 | 2 | 0.1% |
| 6 | 2 | 0.1% |
| Value | Count | Frequency (%) |
| 6 | 2 | 0.1% |
| 5 | 2 | 0.1% |
| 4 | 18 | 0.9% |
| 3 | 74 | 3.9% |
| 2 | 239 | 12.5% |
| 1 | 582 | |
| 0 | 996 |
HOBBIES_1_011_CA_1_validation
Categorical
IMBALANCE
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 29.9 KiB |
| 0 | |
|---|---|
| 1 | 117 |
| 2 | 11 |
| 3 | 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 1913 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 1784 | |
| 1 | 117 | 6.1% |
| 2 | 11 | 0.6% |
| 3 | 1 | 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 1784 | |
| 1 | 117 | 6.1% |
| 2 | 11 | 0.6% |
| 3 | 1 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1784 | |
| 1 | 117 | 6.1% |
| 2 | 11 | 0.6% |
| 3 | 1 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1913 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1784 | |
| 1 | 117 | 6.1% |
| 2 | 11 | 0.6% |
| 3 | 1 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1913 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 1784 | |
| 1 | 117 | 6.1% |
| 2 | 11 | 0.6% |
| 3 | 1 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1913 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 1784 | |
| 1 | 117 | 6.1% |
| 2 | 11 | 0.6% |
| 3 | 1 | 0.1% |
HOBBIES_1_012_CA_1_validation
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 29.9 KiB |
| 0 | |
|---|---|
| 1 | |
| 2 | 118 |
| 3 | 19 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 1913 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 2 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 1315 | |
| 1 | 461 | 24.1% |
| 2 | 118 | 6.2% |
| 3 | 19 | 1.0% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 1315 | |
| 1 | 461 | 24.1% |
| 2 | 118 | 6.2% |
| 3 | 19 | 1.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1315 | |
| 1 | 461 | 24.1% |
| 2 | 118 | 6.2% |
| 3 | 19 | 1.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1913 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1315 | |
| 1 | 461 | 24.1% |
| 2 | 118 | 6.2% |
| 3 | 19 | 1.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1913 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 1315 | |
| 1 | 461 | 24.1% |
| 2 | 118 | 6.2% |
| 3 | 19 | 1.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1913 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 1315 | |
| 1 | 461 | 24.1% |
| 2 | 118 | 6.2% |
| 3 | 19 | 1.0% |
HOBBIES_1_013_CA_1_validation
Categorical
IMBALANCE
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 29.9 KiB |
| 0 | |
|---|---|
| 1 | |
| 2 | 72 |
| 3 | 11 |
| 4 | 3 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 1913 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 1523 | |
| 1 | 304 | 15.9% |
| 2 | 72 | 3.8% |
| 3 | 11 | 0.6% |
| 4 | 3 | 0.2% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 1523 | |
| 1 | 304 | 15.9% |
| 2 | 72 | 3.8% |
| 3 | 11 | 0.6% |
| 4 | 3 | 0.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1523 | |
| 1 | 304 | 15.9% |
| 2 | 72 | 3.8% |
| 3 | 11 | 0.6% |
| 4 | 3 | 0.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1913 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1523 | |
| 1 | 304 | 15.9% |
| 2 | 72 | 3.8% |
| 3 | 11 | 0.6% |
| 4 | 3 | 0.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1913 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 1523 | |
| 1 | 304 | 15.9% |
| 2 | 72 | 3.8% |
| 3 | 11 | 0.6% |
| 4 | 3 | 0.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1913 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 1523 | |
| 1 | 304 | 15.9% |
| 2 | 72 | 3.8% |
| 3 | 11 | 0.6% |
| 4 | 3 | 0.2% |
HOBBIES_1_014_CA_1_validation
Real number (ℝ)
ZEROS
| Distinct | 12 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.2535285 |
| Minimum | 0 |
|---|---|
| Maximum | 15 |
| Zeros | 852 |
| Zeros (%) | 44.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 29.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 4 |
| Maximum | 15 |
| Range | 15 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.5725214 |
|---|---|
| Coefficient of variation (CV) | 1.254476 |
| Kurtosis | 5.2980325 |
| Mean | 1.2535285 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.7710312 |
| Sum | 2398 |
| Variance | 2.4728236 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=12)
| Value | Count | Frequency (%) |
| 0 | 852 | |
| 1 | 402 | |
| 2 | 303 | 15.8% |
| 3 | 194 | 10.1% |
| 4 | 83 | 4.3% |
| 5 | 37 | 1.9% |
| 6 | 22 | 1.2% |
| 7 | 11 | 0.6% |
| 8 | 6 | 0.3% |
| 9 | 1 | 0.1% |
| Other values (2) | 2 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 852 | |
| 1 | 402 | |
| 2 | 303 | 15.8% |
| 3 | 194 | 10.1% |
| 4 | 83 | 4.3% |
| 5 | 37 | 1.9% |
| 6 | 22 | 1.2% |
| 7 | 11 | 0.6% |
| 8 | 6 | 0.3% |
| 9 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 15 | 1 | 0.1% |
| 10 | 1 | 0.1% |
| 9 | 1 | 0.1% |
| 8 | 6 | 0.3% |
| 7 | 11 | 0.6% |
| 6 | 22 | 1.2% |
| 5 | 37 | 1.9% |
| 4 | 83 | 4.3% |
| 3 | 194 | |
| 2 | 303 |
HOBBIES_1_015_CA_1_validation
Real number (ℝ)
ZEROS
| Distinct | 45 |
|---|---|
| Distinct (%) | 2.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.0648197 |
| Minimum | 0 |
|---|---|
| Maximum | 83 |
| Zeros | 373 |
| Zeros (%) | 19.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 29.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 4 |
| Q3 | 8 |
| 95-th percentile | 20 |
| Maximum | 83 |
| Range | 83 |
| Interquartile range (IQR) | 7 |
Descriptive statistics
| Standard deviation | 7.3533772 |
|---|---|
| Coefficient of variation (CV) | 1.2124643 |
| Kurtosis | 12.561413 |
| Mean | 6.0648197 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 2.6854024 |
| Sum | 11602 |
| Variance | 54.072156 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=45)
| Value | Count | Frequency (%) |
| 0 | 373 | |
| 2 | 193 | |
| 3 | 172 | |
| 4 | 169 | |
| 1 | 167 | |
| 6 | 124 | 6.5% |
| 5 | 104 | 5.4% |
| 7 | 82 | 4.3% |
| 8 | 71 | 3.7% |
| 9 | 61 | 3.2% |
| Other values (35) | 397 |
| Value | Count | Frequency (%) |
| 0 | 373 | |
| 1 | 167 | |
| 2 | 193 | |
| 3 | 172 | |
| 4 | 169 | |
| 5 | 104 | 5.4% |
| 6 | 124 | 6.5% |
| 7 | 82 | 4.3% |
| 8 | 71 | 3.7% |
| 9 | 61 | 3.2% |
| Value | Count | Frequency (%) |
| 83 | 1 | |
| 53 | 2 | |
| 52 | 1 | |
| 50 | 1 | |
| 49 | 1 | |
| 46 | 1 | |
| 43 | 1 | |
| 42 | 1 | |
| 40 | 2 | |
| 38 | 2 |
HOBBIES_1_016_CA_1_validation
Real number (ℝ)
ZEROS
| Distinct | 51 |
|---|---|
| Distinct (%) | 2.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.5279665 |
| Minimum | 0 |
|---|---|
| Maximum | 90 |
| Zeros | 393 |
| Zeros (%) | 20.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 29.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 3 |
| Q3 | 7 |
| 95-th percentile | 18 |
| Maximum | 90 |
| Range | 90 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 7.7581363 |
|---|---|
| Coefficient of variation (CV) | 1.403434 |
| Kurtosis | 25.994741 |
| Mean | 5.5279665 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 4.0569215 |
| Sum | 10575 |
| Variance | 60.188679 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 393 | |
| 3 | 210 | |
| 1 | 196 | |
| 2 | 192 | |
| 4 | 154 | 8.1% |
| 5 | 134 | 7.0% |
| 6 | 102 | 5.3% |
| 7 | 97 | 5.1% |
| 8 | 75 | 3.9% |
| 10 | 49 | 2.6% |
| Other values (41) | 311 |
| Value | Count | Frequency (%) |
| 0 | 393 | |
| 1 | 196 | |
| 2 | 192 | |
| 3 | 210 | |
| 4 | 154 | 8.1% |
| 5 | 134 | 7.0% |
| 6 | 102 | 5.3% |
| 7 | 97 | 5.1% |
| 8 | 75 | 3.9% |
| 9 | 40 | 2.1% |
| Value | Count | Frequency (%) |
| 90 | 1 | |
| 77 | 1 | |
| 73 | 1 | |
| 69 | 1 | |
| 64 | 1 | |
| 61 | 1 | |
| 60 | 1 | |
| 59 | 1 | |
| 56 | 1 | |
| 54 | 1 |
HOBBIES_1_017_CA_1_validation
Real number (ℝ)
ZEROS
| Distinct | 11 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.050183 |
| Minimum | 0 |
|---|---|
| Maximum | 14 |
| Zeros | 963 |
| Zeros (%) | 50.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 29.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 2 |
| 95-th percentile | 4 |
| Maximum | 14 |
| Range | 14 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.4645716 |
|---|---|
| Coefficient of variation (CV) | 1.3945871 |
| Kurtosis | 6.7107309 |
| Mean | 1.050183 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.053988 |
| Sum | 2009 |
| Variance | 2.1449699 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=11)
| Value | Count | Frequency (%) |
| 0 | 963 | |
| 1 | 417 | |
| 2 | 258 | 13.5% |
| 3 | 151 | 7.9% |
| 4 | 59 | 3.1% |
| 5 | 35 | 1.8% |
| 6 | 17 | 0.9% |
| 7 | 4 | 0.2% |
| 8 | 4 | 0.2% |
| 9 | 4 | 0.2% |
| Value | Count | Frequency (%) |
| 0 | 963 | |
| 1 | 417 | |
| 2 | 258 | 13.5% |
| 3 | 151 | 7.9% |
| 4 | 59 | 3.1% |
| 5 | 35 | 1.8% |
| 6 | 17 | 0.9% |
| 7 | 4 | 0.2% |
| 8 | 4 | 0.2% |
| 9 | 4 | 0.2% |
| Value | Count | Frequency (%) |
| 14 | 1 | 0.1% |
| 9 | 4 | 0.2% |
| 8 | 4 | 0.2% |
| 7 | 4 | 0.2% |
| 6 | 17 | 0.9% |
| 5 | 35 | 1.8% |
| 4 | 59 | 3.1% |
| 3 | 151 | 7.9% |
| 2 | 258 | |
| 1 | 417 |
HOBBIES_1_018_CA_1_validation
Categorical
IMBALANCE
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 29.9 KiB |
| 0 | |
|---|---|
| 1 | 71 |
| 2 | 7 |
| 3 | 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 1913 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 1834 | |
| 1 | 71 | 3.7% |
| 2 | 7 | 0.4% |
| 3 | 1 | 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 1834 | |
| 1 | 71 | 3.7% |
| 2 | 7 | 0.4% |
| 3 | 1 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1834 | |
| 1 | 71 | 3.7% |
| 2 | 7 | 0.4% |
| 3 | 1 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1913 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1834 | |
| 1 | 71 | 3.7% |
| 2 | 7 | 0.4% |
| 3 | 1 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1913 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 1834 | |
| 1 | 71 | 3.7% |
| 2 | 7 | 0.4% |
| 3 | 1 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1913 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 1834 | |
| 1 | 71 | 3.7% |
| 2 | 7 | 0.4% |
| 3 | 1 | 0.1% |
HOBBIES_1_019_CA_1_validation
Real number (ℝ)
ZEROS
| Distinct | 45 |
|---|---|
| Distinct (%) | 2.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.7318348 |
| Minimum | 0 |
|---|---|
| Maximum | 64 |
| Zeros | 995 |
| Zeros (%) | 52.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 29.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 7 |
| 95-th percentile | 22 |
| Maximum | 64 |
| Range | 64 |
| Interquartile range (IQR) | 7 |
Descriptive statistics
| Standard deviation | 7.6470053 |
|---|---|
| Coefficient of variation (CV) | 1.6160761 |
| Kurtosis | 6.7846335 |
| Mean | 4.7318348 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.3209469 |
| Sum | 9052 |
| Variance | 58.47669 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=45)
| Value | Count | Frequency (%) |
| 0 | 995 | |
| 2 | 82 | 4.3% |
| 4 | 77 | 4.0% |
| 5 | 71 | 3.7% |
| 8 | 65 | 3.4% |
| 6 | 64 | 3.3% |
| 1 | 57 | 3.0% |
| 7 | 55 | 2.9% |
| 3 | 54 | 2.8% |
| 9 | 51 | 2.7% |
| Other values (35) | 342 | 17.9% |
| Value | Count | Frequency (%) |
| 0 | 995 | |
| 1 | 57 | 3.0% |
| 2 | 82 | 4.3% |
| 3 | 54 | 2.8% |
| 4 | 77 | 4.0% |
| 5 | 71 | 3.7% |
| 6 | 64 | 3.3% |
| 7 | 55 | 2.9% |
| 8 | 65 | 3.4% |
| 9 | 51 | 2.7% |
| Value | Count | Frequency (%) |
| 64 | 1 | |
| 50 | 1 | |
| 48 | 2 | |
| 47 | 1 | |
| 43 | 1 | |
| 41 | 1 | |
| 38 | 1 | |
| 37 | 2 | |
| 36 | 2 | |
| 35 | 2 |
HOBBIES_1_020_CA_1_validation
Categorical
IMBALANCE
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 29.9 KiB |
| 0 | |
|---|---|
| 1 | |
| 2 | 80 |
| 3 | 16 |
| 4 | 4 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 1913 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 1422 | |
| 1 | 391 | 20.4% |
| 2 | 80 | 4.2% |
| 3 | 16 | 0.8% |
| 4 | 4 | 0.2% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 1422 | |
| 1 | 391 | 20.4% |
| 2 | 80 | 4.2% |
| 3 | 16 | 0.8% |
| 4 | 4 | 0.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1422 | |
| 1 | 391 | 20.4% |
| 2 | 80 | 4.2% |
| 3 | 16 | 0.8% |
| 4 | 4 | 0.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1913 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1422 | |
| 1 | 391 | 20.4% |
| 2 | 80 | 4.2% |
| 3 | 16 | 0.8% |
| 4 | 4 | 0.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1913 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 1422 | |
| 1 | 391 | 20.4% |
| 2 | 80 | 4.2% |
| 3 | 16 | 0.8% |
| 4 | 4 | 0.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1913 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 1422 | |
| 1 | 391 | 20.4% |
| 2 | 80 | 4.2% |
| 3 | 16 | 0.8% |
| 4 | 4 | 0.2% |
HOBBIES_1_021_CA_1_validation
Real number (ℝ)
ZEROS
| Distinct | 10 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.65969681 |
| Minimum | 0 |
|---|---|
| Maximum | 11 |
| Zeros | 1155 |
| Zeros (%) | 60.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 29.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 3 |
| Maximum | 11 |
| Range | 11 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.0568225 |
|---|---|
| Coefficient of variation (CV) | 1.6019821 |
| Kurtosis | 10.880699 |
| Mean | 0.65969681 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.5241259 |
| Sum | 1262 |
| Variance | 1.1168738 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) |
| 0 | 1155 | |
| 1 | 444 | 23.2% |
| 2 | 200 | 10.5% |
| 3 | 76 | 4.0% |
| 4 | 22 | 1.2% |
| 6 | 6 | 0.3% |
| 5 | 5 | 0.3% |
| 7 | 2 | 0.1% |
| 8 | 2 | 0.1% |
| 11 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 1155 | |
| 1 | 444 | 23.2% |
| 2 | 200 | 10.5% |
| 3 | 76 | 4.0% |
| 4 | 22 | 1.2% |
| 5 | 5 | 0.3% |
| 6 | 6 | 0.3% |
| 7 | 2 | 0.1% |
| 8 | 2 | 0.1% |
| 11 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 11 | 1 | 0.1% |
| 8 | 2 | 0.1% |
| 7 | 2 | 0.1% |
| 6 | 6 | 0.3% |
| 5 | 5 | 0.3% |
| 4 | 22 | 1.2% |
| 3 | 76 | 4.0% |
| 2 | 200 | 10.5% |
| 1 | 444 | 23.2% |
| 0 | 1155 |
HOBBIES_1_022_CA_1_validation
Categorical
IMBALANCE
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 29.9 KiB |
| 0 | |
|---|---|
| 1 | |
| 2 | 94 |
| 3 | 19 |
| 5 | 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 1913 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | 2 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 1396 | |
| 1 | 403 | 21.1% |
| 2 | 94 | 4.9% |
| 3 | 19 | 1.0% |
| 5 | 1 | 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 1396 | |
| 1 | 403 | 21.1% |
| 2 | 94 | 4.9% |
| 3 | 19 | 1.0% |
| 5 | 1 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1396 | |
| 1 | 403 | 21.1% |
| 2 | 94 | 4.9% |
| 3 | 19 | 1.0% |
| 5 | 1 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1913 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1396 | |
| 1 | 403 | 21.1% |
| 2 | 94 | 4.9% |
| 3 | 19 | 1.0% |
| 5 | 1 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1913 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 1396 | |
| 1 | 403 | 21.1% |
| 2 | 94 | 4.9% |
| 3 | 19 | 1.0% |
| 5 | 1 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1913 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 1396 | |
| 1 | 403 | 21.1% |
| 2 | 94 | 4.9% |
| 3 | 19 | 1.0% |
| 5 | 1 | 0.1% |
HOBBIES_1_023_CA_1_validation
Real number (ℝ)
ZEROS
| Distinct | 9 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.1233664 |
| Minimum | 0 |
|---|---|
| Maximum | 8 |
| Zeros | 896 |
| Zeros (%) | 46.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 29.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 4 |
| Maximum | 8 |
| Range | 8 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.400255 |
|---|---|
| Coefficient of variation (CV) | 1.2464811 |
| Kurtosis | 2.0494124 |
| Mean | 1.1233664 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.4056213 |
| Sum | 2149 |
| Variance | 1.9607142 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=9)
| Value | Count | Frequency (%) |
| 0 | 896 | |
| 1 | 415 | |
| 2 | 286 | 15.0% |
| 3 | 183 | 9.6% |
| 4 | 86 | 4.5% |
| 5 | 25 | 1.3% |
| 6 | 14 | 0.7% |
| 7 | 4 | 0.2% |
| 8 | 4 | 0.2% |
| Value | Count | Frequency (%) |
| 0 | 896 | |
| 1 | 415 | |
| 2 | 286 | 15.0% |
| 3 | 183 | 9.6% |
| 4 | 86 | 4.5% |
| 5 | 25 | 1.3% |
| 6 | 14 | 0.7% |
| 7 | 4 | 0.2% |
| 8 | 4 | 0.2% |
| Value | Count | Frequency (%) |
| 8 | 4 | 0.2% |
| 7 | 4 | 0.2% |
| 6 | 14 | 0.7% |
| 5 | 25 | 1.3% |
| 4 | 86 | 4.5% |
| 3 | 183 | 9.6% |
| 2 | 286 | 15.0% |
| 1 | 415 | |
| 0 | 896 |
HOBBIES_1_024_CA_1_validation
Real number (ℝ)
ZEROS
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.24411918 |
| Minimum | 0 |
|---|---|
| Maximum | 5 |
| Zeros | 1573 |
| Zeros (%) | 82.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 29.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.59942281 |
|---|---|
| Coefficient of variation (CV) | 2.4554515 |
| Kurtosis | 10.403514 |
| Mean | 0.24411918 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.9803834 |
| Sum | 467 |
| Variance | 0.35930771 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 0 | 1573 | |
| 1 | 246 | 12.9% |
| 2 | 67 | 3.5% |
| 3 | 22 | 1.2% |
| 4 | 4 | 0.2% |
| 5 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 1573 | |
| 1 | 246 | 12.9% |
| 2 | 67 | 3.5% |
| 3 | 22 | 1.2% |
| 4 | 4 | 0.2% |
| 5 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 5 | 1 | 0.1% |
| 4 | 4 | 0.2% |
| 3 | 22 | 1.2% |
| 2 | 67 | 3.5% |
| 1 | 246 | 12.9% |
| 0 | 1573 |
HOBBIES_1_025_CA_1_validation
Real number (ℝ)
ZEROS
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.47412441 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 1360 |
| Zeros (%) | 71.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 29.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 2 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.92358938 |
|---|---|
| Coefficient of variation (CV) | 1.9479895 |
| Kurtosis | 7.855791 |
| Mean | 0.47412441 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.5700024 |
| Sum | 907 |
| Variance | 0.85301734 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=7)
| Value | Count | Frequency (%) |
| 0 | 1360 | |
| 1 | 338 | 17.7% |
| 2 | 135 | 7.1% |
| 3 | 41 | 2.1% |
| 4 | 24 | 1.3% |
| 5 | 10 | 0.5% |
| 6 | 5 | 0.3% |
| Value | Count | Frequency (%) |
| 0 | 1360 | |
| 1 | 338 | 17.7% |
| 2 | 135 | 7.1% |
| 3 | 41 | 2.1% |
| 4 | 24 | 1.3% |
| 5 | 10 | 0.5% |
| 6 | 5 | 0.3% |
| Value | Count | Frequency (%) |
| 6 | 5 | 0.3% |
| 5 | 10 | 0.5% |
| 4 | 24 | 1.3% |
| 3 | 41 | 2.1% |
| 2 | 135 | 7.1% |
| 1 | 338 | 17.7% |
| 0 | 1360 |
HOBBIES_1_026_CA_1_validation
Categorical
IMBALANCE
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 29.9 KiB |
| 0 | |
|---|---|
| 1 | 18 |
| 3 | 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 1913 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 1894 | |
| 1 | 18 | 0.9% |
| 3 | 1 | 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 1894 | |
| 1 | 18 | 0.9% |
| 3 | 1 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1894 | |
| 1 | 18 | 0.9% |
| 3 | 1 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1913 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1894 | |
| 1 | 18 | 0.9% |
| 3 | 1 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1913 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 1894 | |
| 1 | 18 | 0.9% |
| 3 | 1 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1913 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 1894 | |
| 1 | 18 | 0.9% |
| 3 | 1 | 0.1% |
HOBBIES_1_027_CA_1_validation
Real number (ℝ)
ZEROS
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.19236801 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 1650 |
| Zeros (%) | 86.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 29.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.55323723 |
|---|---|
| Coefficient of variation (CV) | 2.8759316 |
| Kurtosis | 18.743627 |
| Mean | 0.19236801 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.7618366 |
| Sum | 368 |
| Variance | 0.30607143 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=7)
| Value | Count | Frequency (%) |
| 0 | 1650 | |
| 1 | 185 | 9.7% |
| 2 | 59 | 3.1% |
| 3 | 14 | 0.7% |
| 4 | 3 | 0.2% |
| 5 | 1 | 0.1% |
| 6 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 1650 | |
| 1 | 185 | 9.7% |
| 2 | 59 | 3.1% |
| 3 | 14 | 0.7% |
| 4 | 3 | 0.2% |
| 5 | 1 | 0.1% |
| 6 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 6 | 1 | 0.1% |
| 5 | 1 | 0.1% |
| 4 | 3 | 0.2% |
| 3 | 14 | 0.7% |
| 2 | 59 | 3.1% |
| 1 | 185 | 9.7% |
| 0 | 1650 |
HOBBIES_1_028_CA_1_validation
Real number (ℝ)
ZEROS
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.7009932 |
| Minimum | 0 |
|---|---|
| Maximum | 5 |
| Zeros | 1068 |
| Zeros (%) | 55.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 29.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 3 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.97214557 |
|---|---|
| Coefficient of variation (CV) | 1.3868117 |
| Kurtosis | 2.4983394 |
| Mean | 0.7009932 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.5603075 |
| Sum | 1341 |
| Variance | 0.945067 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 0 | 1068 | |
| 1 | 500 | |
| 2 | 240 | 12.5% |
| 3 | 69 | 3.6% |
| 4 | 26 | 1.4% |
| 5 | 10 | 0.5% |
| Value | Count | Frequency (%) |
| 0 | 1068 | |
| 1 | 500 | |
| 2 | 240 | 12.5% |
| 3 | 69 | 3.6% |
| 4 | 26 | 1.4% |
| 5 | 10 | 0.5% |
| Value | Count | Frequency (%) |
| 5 | 10 | 0.5% |
| 4 | 26 | 1.4% |
| 3 | 69 | 3.6% |
| 2 | 240 | 12.5% |
| 1 | 500 | |
| 0 | 1068 |
HOBBIES_1_029_CA_1_validation
Real number (ℝ)
ZEROS
| Distinct | 11 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.4704652 |
| Minimum | 0 |
|---|---|
| Maximum | 11 |
| Zeros | 631 |
| Zeros (%) | 33.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 29.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 4 |
| Maximum | 11 |
| Range | 11 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.5007985 |
|---|---|
| Coefficient of variation (CV) | 1.0206283 |
| Kurtosis | 2.3529523 |
| Mean | 1.4704652 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.2784694 |
| Sum | 2813 |
| Variance | 2.2523961 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=11)
| Value | Count | Frequency (%) |
| 0 | 631 | |
| 1 | 473 | |
| 2 | 406 | |
| 3 | 218 | 11.4% |
| 4 | 114 | 6.0% |
| 5 | 37 | 1.9% |
| 6 | 15 | 0.8% |
| 7 | 13 | 0.7% |
| 8 | 4 | 0.2% |
| 11 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 631 | |
| 1 | 473 | |
| 2 | 406 | |
| 3 | 218 | 11.4% |
| 4 | 114 | 6.0% |
| 5 | 37 | 1.9% |
| 6 | 15 | 0.8% |
| 7 | 13 | 0.7% |
| 8 | 4 | 0.2% |
| 9 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 11 | 1 | 0.1% |
| 9 | 1 | 0.1% |
| 8 | 4 | 0.2% |
| 7 | 13 | 0.7% |
| 6 | 15 | 0.8% |
| 5 | 37 | 1.9% |
| 4 | 114 | 6.0% |
| 3 | 218 | |
| 2 | 406 | |
| 1 | 473 |
HOBBIES_1_030_CA_1_validation
Real number (ℝ)
ZEROS
| Distinct | 31 |
|---|---|
| Distinct (%) | 1.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.9268165 |
| Minimum | 0 |
|---|---|
| Maximum | 52 |
| Zeros | 930 |
| Zeros (%) | 48.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 29.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 4 |
| 95-th percentile | 13 |
| Maximum | 52 |
| Range | 52 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 4.7643065 |
|---|---|
| Coefficient of variation (CV) | 1.6278118 |
| Kurtosis | 11.301953 |
| Mean | 2.9268165 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 2.7096081 |
| Sum | 5599 |
| Variance | 22.698616 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=31)
| Value | Count | Frequency (%) |
| 0 | 930 | |
| 1 | 174 | 9.1% |
| 2 | 143 | 7.5% |
| 3 | 109 | 5.7% |
| 4 | 108 | 5.6% |
| 5 | 92 | 4.8% |
| 6 | 71 | 3.7% |
| 7 | 53 | 2.8% |
| 8 | 34 | 1.8% |
| 12 | 25 | 1.3% |
| Other values (21) | 174 | 9.1% |
| Value | Count | Frequency (%) |
| 0 | 930 | |
| 1 | 174 | 9.1% |
| 2 | 143 | 7.5% |
| 3 | 109 | 5.7% |
| 4 | 108 | 5.6% |
| 5 | 92 | 4.8% |
| 6 | 71 | 3.7% |
| 7 | 53 | 2.8% |
| 8 | 34 | 1.8% |
| 9 | 25 | 1.3% |
| Value | Count | Frequency (%) |
| 52 | 1 | 0.1% |
| 32 | 1 | 0.1% |
| 31 | 1 | 0.1% |
| 29 | 1 | 0.1% |
| 28 | 1 | 0.1% |
| 25 | 5 | |
| 24 | 4 | |
| 23 | 2 | 0.1% |
| 22 | 3 | |
| 21 | 5 |
date_col
Date
UNIQUE
| Distinct | 1913 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 29.9 KiB |
| Minimum | 2011-01-29 00:00:00 |
|---|---|
| Maximum | 2016-04-24 00:00:00 |
Histogram with fixed size bins (bins=50)
| HOBBIES_1_001_CA_1_validation | HOBBIES_1_002_CA_1_validation | HOBBIES_1_003_CA_1_validation | HOBBIES_1_004_CA_1_validation | HOBBIES_1_005_CA_1_validation | HOBBIES_1_006_CA_1_validation | HOBBIES_1_007_CA_1_validation | HOBBIES_1_008_CA_1_validation | HOBBIES_1_009_CA_1_validation | HOBBIES_1_010_CA_1_validation | HOBBIES_1_011_CA_1_validation | HOBBIES_1_012_CA_1_validation | HOBBIES_1_013_CA_1_validation | HOBBIES_1_014_CA_1_validation | HOBBIES_1_015_CA_1_validation | HOBBIES_1_016_CA_1_validation | HOBBIES_1_017_CA_1_validation | HOBBIES_1_018_CA_1_validation | HOBBIES_1_019_CA_1_validation | HOBBIES_1_020_CA_1_validation | HOBBIES_1_021_CA_1_validation | HOBBIES_1_022_CA_1_validation | HOBBIES_1_023_CA_1_validation | HOBBIES_1_024_CA_1_validation | HOBBIES_1_025_CA_1_validation | HOBBIES_1_026_CA_1_validation | HOBBIES_1_027_CA_1_validation | HOBBIES_1_028_CA_1_validation | HOBBIES_1_029_CA_1_validation | HOBBIES_1_030_CA_1_validation | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| HOBBIES_1_001_CA_1_validation | 1.000 | 0.064 | 0.214 | 0.165 | 0.089 | -0.014 | 0.043 | 0.142 | -0.153 | -0.023 | 0.038 | 0.000 | 0.041 | 0.136 | 0.006 | 0.077 | 0.108 | 0.000 | 0.288 | 0.000 | 0.103 | 0.000 | -0.113 | 0.062 | 0.085 | 0.069 | 0.216 | -0.087 | 0.044 | 0.305 |
| HOBBIES_1_002_CA_1_validation | 0.064 | 1.000 | 0.037 | 0.012 | 0.119 | 0.047 | 0.051 | 0.028 | -0.057 | 0.022 | 0.000 | 0.000 | 0.047 | 0.068 | 0.033 | 0.019 | 0.075 | 0.000 | 0.046 | 0.070 | 0.017 | 0.000 | -0.014 | 0.012 | 0.027 | 0.000 | 0.076 | 0.006 | 0.031 | 0.069 |
| HOBBIES_1_003_CA_1_validation | 0.214 | 0.037 | 1.000 | 0.085 | 0.081 | -0.040 | 0.000 | 0.124 | -0.151 | -0.004 | 0.000 | 0.021 | 0.028 | 0.136 | -0.055 | 0.074 | 0.038 | 0.040 | 0.136 | 0.051 | 0.070 | 0.000 | -0.078 | 0.012 | 0.089 | 0.000 | 0.235 | -0.068 | 0.029 | 0.214 |
| HOBBIES_1_004_CA_1_validation | 0.165 | 0.012 | 0.085 | 1.000 | 0.061 | 0.002 | 0.000 | 0.141 | -0.010 | 0.095 | 0.000 | 0.000 | 0.070 | 0.110 | 0.152 | 0.118 | 0.089 | 0.026 | 0.154 | 0.000 | 0.096 | 0.018 | -0.037 | 0.042 | 0.139 | 0.000 | 0.099 | -0.012 | 0.079 | 0.188 |
| HOBBIES_1_005_CA_1_validation | 0.089 | 0.119 | 0.081 | 0.061 | 1.000 | 0.054 | 0.083 | 0.050 | -0.046 | 0.048 | 0.000 | 0.000 | 0.042 | 0.082 | 0.030 | 0.043 | 0.073 | 0.000 | 0.141 | 0.007 | -0.010 | 0.024 | 0.014 | 0.113 | 0.082 | 0.000 | 0.089 | 0.011 | 0.060 | 0.144 |
| HOBBIES_1_006_CA_1_validation | -0.014 | 0.047 | -0.040 | 0.002 | 0.054 | 1.000 | 0.047 | -0.055 | -0.007 | 0.113 | 0.178 | 0.000 | 0.000 | 0.120 | -0.012 | -0.026 | 0.122 | 0.017 | 0.082 | 0.000 | -0.010 | 0.000 | -0.030 | 0.091 | 0.000 | 0.073 | -0.015 | -0.099 | -0.044 | 0.109 |
| HOBBIES_1_007_CA_1_validation | 0.043 | 0.051 | 0.000 | 0.000 | 0.083 | 0.047 | 1.000 | 0.054 | -0.071 | -0.013 | 0.034 | 0.020 | 0.067 | 0.118 | -0.006 | -0.005 | 0.070 | 0.000 | 0.223 | 0.000 | 0.095 | 0.000 | -0.022 | 0.063 | 0.046 | 0.000 | 0.046 | -0.073 | 0.025 | 0.205 |
| HOBBIES_1_008_CA_1_validation | 0.142 | 0.028 | 0.124 | 0.141 | 0.050 | -0.055 | 0.054 | 1.000 | -0.061 | 0.026 | 0.000 | 0.000 | 0.000 | 0.044 | 0.039 | 0.072 | 0.043 | 0.000 | 0.292 | 0.000 | 0.121 | 0.000 | -0.100 | 0.014 | 0.089 | 0.000 | 0.155 | -0.020 | 0.009 | 0.164 |
| HOBBIES_1_009_CA_1_validation | -0.153 | -0.057 | -0.151 | -0.010 | -0.046 | -0.007 | -0.071 | -0.061 | 1.000 | 0.036 | 0.000 | 0.134 | 0.000 | -0.069 | 0.057 | 0.002 | 0.005 | 0.000 | -0.123 | 0.000 | -0.045 | 0.000 | 0.074 | -0.014 | -0.015 | 0.000 | -0.184 | 0.028 | -0.028 | -0.130 |
| HOBBIES_1_010_CA_1_validation | -0.023 | 0.022 | -0.004 | 0.095 | 0.048 | 0.113 | -0.013 | 0.026 | 0.036 | 1.000 | 0.000 | 0.086 | 0.019 | 0.053 | 0.042 | 0.018 | 0.143 | 0.069 | 0.006 | 0.000 | -0.040 | 0.000 | 0.021 | 0.025 | 0.087 | 0.000 | -0.024 | 0.009 | 0.017 | 0.045 |
| HOBBIES_1_011_CA_1_validation | 0.038 | 0.000 | 0.000 | 0.000 | 0.000 | 0.178 | 0.034 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.016 | 0.028 | 0.024 | -0.015 | 0.054 | 0.038 | 0.021 | 0.000 | -0.029 | 0.018 | 0.052 | 0.067 | 0.052 | 0.000 | 0.035 | -0.010 | 0.053 | 0.087 |
| HOBBIES_1_012_CA_1_validation | 0.000 | 0.000 | 0.021 | 0.000 | 0.000 | 0.000 | 0.020 | 0.000 | 0.134 | 0.086 | 0.000 | 1.000 | 0.012 | -0.056 | 0.020 | -0.016 | 0.005 | 0.000 | -0.032 | 0.011 | -0.017 | 0.031 | 0.049 | -0.028 | -0.020 | 0.161 | -0.084 | 0.035 | 0.003 | -0.062 |
| HOBBIES_1_013_CA_1_validation | 0.041 | 0.047 | 0.028 | 0.070 | 0.042 | 0.000 | 0.067 | 0.000 | 0.000 | 0.019 | 0.016 | 0.012 | 1.000 | 0.078 | -0.009 | 0.042 | 0.073 | 0.000 | 0.178 | 0.000 | 0.050 | 0.000 | -0.041 | 0.104 | 0.053 | 0.000 | 0.070 | -0.090 | 0.069 | 0.188 |
| HOBBIES_1_014_CA_1_validation | 0.136 | 0.068 | 0.136 | 0.110 | 0.082 | 0.120 | 0.118 | 0.044 | -0.069 | 0.053 | 0.028 | -0.056 | 0.078 | 1.000 | 0.004 | 0.006 | 0.120 | 0.000 | 0.185 | 0.000 | -0.000 | 0.000 | -0.102 | 0.100 | 0.089 | 0.055 | 0.155 | -0.072 | -0.009 | 0.235 |
| HOBBIES_1_015_CA_1_validation | 0.006 | 0.033 | -0.055 | 0.152 | 0.030 | -0.012 | -0.006 | 0.039 | 0.057 | 0.042 | 0.024 | 0.020 | -0.009 | 0.004 | 1.000 | 0.126 | 0.061 | 0.000 | 0.030 | 0.054 | 0.044 | 0.000 | 0.010 | 0.033 | 0.066 | 0.000 | -0.050 | 0.067 | 0.022 | 0.057 |
| HOBBIES_1_016_CA_1_validation | 0.077 | 0.019 | 0.074 | 0.118 | 0.043 | -0.026 | -0.005 | 0.072 | 0.002 | 0.018 | -0.015 | -0.016 | 0.042 | 0.006 | 0.126 | 1.000 | 0.030 | 0.053 | 0.074 | 0.169 | 0.051 | 0.037 | 0.013 | 0.031 | 0.054 | 0.151 | 0.095 | -0.020 | 0.067 | 0.147 |
| HOBBIES_1_017_CA_1_validation | 0.108 | 0.075 | 0.038 | 0.089 | 0.073 | 0.122 | 0.070 | 0.043 | 0.005 | 0.143 | 0.054 | 0.005 | 0.073 | 0.120 | 0.061 | 0.030 | 1.000 | 0.000 | 0.075 | 0.000 | -0.079 | 0.000 | 0.001 | 0.043 | 0.149 | 0.000 | 0.030 | -0.070 | -0.003 | 0.151 |
| HOBBIES_1_018_CA_1_validation | 0.000 | 0.000 | 0.040 | 0.026 | 0.000 | 0.017 | 0.000 | 0.000 | 0.000 | 0.069 | 0.038 | 0.000 | 0.000 | 0.000 | 0.000 | 0.053 | 0.000 | 1.000 | 0.006 | 0.000 | 0.021 | 0.000 | 0.017 | -0.021 | 0.024 | 0.000 | 0.036 | -0.085 | 0.039 | 0.053 |
| HOBBIES_1_019_CA_1_validation | 0.288 | 0.046 | 0.136 | 0.154 | 0.141 | 0.082 | 0.223 | 0.292 | -0.123 | 0.006 | 0.021 | -0.032 | 0.178 | 0.185 | 0.030 | 0.074 | 0.075 | 0.006 | 1.000 | 0.000 | 0.206 | 0.000 | -0.115 | 0.150 | 0.120 | 0.000 | 0.145 | -0.173 | 0.062 | 0.410 |
| HOBBIES_1_020_CA_1_validation | 0.000 | 0.070 | 0.051 | 0.000 | 0.007 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.011 | 0.000 | 0.000 | 0.054 | 0.169 | 0.000 | 0.000 | 0.000 | 1.000 | 0.020 | 0.000 | 0.034 | -0.027 | -0.020 | 0.000 | -0.016 | 0.049 | 0.022 | -0.089 |
| HOBBIES_1_021_CA_1_validation | 0.103 | 0.017 | 0.070 | 0.096 | -0.010 | -0.010 | 0.095 | 0.121 | -0.045 | -0.040 | -0.029 | -0.017 | 0.050 | -0.000 | 0.044 | 0.051 | -0.079 | 0.021 | 0.206 | 0.020 | 1.000 | 0.000 | 0.026 | 0.028 | 0.011 | 0.000 | 0.051 | 0.025 | 0.026 | 0.122 |
| HOBBIES_1_022_CA_1_validation | 0.000 | 0.000 | 0.000 | 0.018 | 0.024 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.018 | 0.031 | 0.000 | 0.000 | 0.000 | 0.037 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.135 | -0.028 | -0.020 | 0.060 | -0.051 | 0.074 | 0.032 | -0.053 |
| HOBBIES_1_023_CA_1_validation | -0.113 | -0.014 | -0.078 | -0.037 | 0.014 | -0.030 | -0.022 | -0.100 | 0.074 | 0.021 | 0.052 | 0.049 | -0.041 | -0.102 | 0.010 | 0.013 | 0.001 | 0.017 | -0.115 | 0.034 | 0.026 | 0.135 | 1.000 | -0.064 | -0.014 | 0.000 | -0.146 | 0.138 | 0.055 | -0.149 |
| HOBBIES_1_024_CA_1_validation | 0.062 | 0.012 | 0.012 | 0.042 | 0.113 | 0.091 | 0.063 | 0.014 | -0.014 | 0.025 | 0.067 | -0.028 | 0.104 | 0.100 | 0.033 | 0.031 | 0.043 | -0.021 | 0.150 | -0.027 | 0.028 | -0.028 | -0.064 | 1.000 | 0.012 | 0.000 | 0.089 | -0.060 | -0.017 | 0.191 |
| HOBBIES_1_025_CA_1_validation | 0.085 | 0.027 | 0.089 | 0.139 | 0.082 | 0.000 | 0.046 | 0.089 | -0.015 | 0.087 | 0.052 | -0.020 | 0.053 | 0.089 | 0.066 | 0.054 | 0.149 | 0.024 | 0.120 | -0.020 | 0.011 | -0.020 | -0.014 | 0.012 | 1.000 | 0.000 | 0.080 | -0.087 | 0.019 | 0.115 |
| HOBBIES_1_026_CA_1_validation | 0.069 | 0.000 | 0.000 | 0.000 | 0.000 | 0.073 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.161 | 0.000 | 0.055 | 0.000 | 0.151 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.060 | 0.000 | 0.000 | 0.000 | 1.000 | 0.037 | -0.006 | 0.000 | 0.055 |
| HOBBIES_1_027_CA_1_validation | 0.216 | 0.076 | 0.235 | 0.099 | 0.089 | -0.015 | 0.046 | 0.155 | -0.184 | -0.024 | 0.035 | -0.084 | 0.070 | 0.155 | -0.050 | 0.095 | 0.030 | 0.036 | 0.145 | -0.016 | 0.051 | -0.051 | -0.146 | 0.089 | 0.080 | 0.037 | 1.000 | -0.073 | 0.045 | 0.241 |
| HOBBIES_1_028_CA_1_validation | -0.087 | 0.006 | -0.068 | -0.012 | 0.011 | -0.099 | -0.073 | -0.020 | 0.028 | 0.009 | -0.010 | 0.035 | -0.090 | -0.072 | 0.067 | -0.020 | -0.070 | -0.085 | -0.173 | 0.049 | 0.025 | 0.074 | 0.138 | -0.060 | -0.087 | -0.006 | -0.073 | 1.000 | 0.034 | -0.133 |
| HOBBIES_1_029_CA_1_validation | 0.044 | 0.031 | 0.029 | 0.079 | 0.060 | -0.044 | 0.025 | 0.009 | -0.028 | 0.017 | 0.053 | 0.003 | 0.069 | -0.009 | 0.022 | 0.067 | -0.003 | 0.039 | 0.062 | 0.022 | 0.026 | 0.032 | 0.055 | -0.017 | 0.019 | 0.000 | 0.045 | 0.034 | 1.000 | 0.086 |
| HOBBIES_1_030_CA_1_validation | 0.305 | 0.069 | 0.214 | 0.188 | 0.144 | 0.109 | 0.205 | 0.164 | -0.130 | 0.045 | 0.087 | -0.062 | 0.188 | 0.235 | 0.057 | 0.147 | 0.151 | 0.053 | 0.410 | -0.089 | 0.122 | -0.053 | -0.149 | 0.191 | 0.115 | 0.055 | 0.241 | -0.133 | 0.086 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
| HOBBIES_1_001_CA_1_validation | HOBBIES_1_002_CA_1_validation | HOBBIES_1_003_CA_1_validation | HOBBIES_1_004_CA_1_validation | HOBBIES_1_005_CA_1_validation | HOBBIES_1_006_CA_1_validation | HOBBIES_1_007_CA_1_validation | HOBBIES_1_008_CA_1_validation | HOBBIES_1_009_CA_1_validation | HOBBIES_1_010_CA_1_validation | HOBBIES_1_011_CA_1_validation | HOBBIES_1_012_CA_1_validation | HOBBIES_1_013_CA_1_validation | HOBBIES_1_014_CA_1_validation | HOBBIES_1_015_CA_1_validation | HOBBIES_1_016_CA_1_validation | HOBBIES_1_017_CA_1_validation | HOBBIES_1_018_CA_1_validation | HOBBIES_1_019_CA_1_validation | HOBBIES_1_020_CA_1_validation | HOBBIES_1_021_CA_1_validation | HOBBIES_1_022_CA_1_validation | HOBBIES_1_023_CA_1_validation | HOBBIES_1_024_CA_1_validation | HOBBIES_1_025_CA_1_validation | HOBBIES_1_026_CA_1_validation | HOBBIES_1_027_CA_1_validation | HOBBIES_1_028_CA_1_validation | HOBBIES_1_029_CA_1_validation | HOBBIES_1_030_CA_1_validation | date_col | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2011-01-29 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 12 | 2 | 0 | 0 | 0 | 0 | 0 | 4 | 5 | 0 | 0 | 0 | 0 | 0 | 2 | 2 | 0 | 0 | 0 | 0 | 0 | 2 | 0 | 2011-01-29 |
| 2011-01-30 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 15 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2011-01-30 |
| 2011-01-31 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 7 | 1 | 0 | 0 | 0 | 0 | 0 | 3 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | 0 | 2011-01-31 |
| 2011-02-01 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | 0 | 0 | 0 | 0 | 0 | 5 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2011-02-01 |
| 2011-02-02 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 15 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 2011-02-02 |
| 2011-02-03 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 4 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 32 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 2 | 2 | 0 | 2011-02-03 |
| 2011-02-04 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 6 | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 3 | 0 | 0 | 0 | 0 | 1 | 2 | 0 | 2011-02-04 |
| 2011-02-05 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 5 | 9 | 0 | 0 | 2 | 0 | 0 | 0 | 5 | 0 | 0 | 0 | 0 | 0 | 1 | 7 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2011-02-05 |
| 2011-02-06 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 7 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 2011-02-06 |
| 2011-02-07 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 7 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2011-02-07 |
| HOBBIES_1_001_CA_1_validation | HOBBIES_1_002_CA_1_validation | HOBBIES_1_003_CA_1_validation | HOBBIES_1_004_CA_1_validation | HOBBIES_1_005_CA_1_validation | HOBBIES_1_006_CA_1_validation | HOBBIES_1_007_CA_1_validation | HOBBIES_1_008_CA_1_validation | HOBBIES_1_009_CA_1_validation | HOBBIES_1_010_CA_1_validation | HOBBIES_1_011_CA_1_validation | HOBBIES_1_012_CA_1_validation | HOBBIES_1_013_CA_1_validation | HOBBIES_1_014_CA_1_validation | HOBBIES_1_015_CA_1_validation | HOBBIES_1_016_CA_1_validation | HOBBIES_1_017_CA_1_validation | HOBBIES_1_018_CA_1_validation | HOBBIES_1_019_CA_1_validation | HOBBIES_1_020_CA_1_validation | HOBBIES_1_021_CA_1_validation | HOBBIES_1_022_CA_1_validation | HOBBIES_1_023_CA_1_validation | HOBBIES_1_024_CA_1_validation | HOBBIES_1_025_CA_1_validation | HOBBIES_1_026_CA_1_validation | HOBBIES_1_027_CA_1_validation | HOBBIES_1_028_CA_1_validation | HOBBIES_1_029_CA_1_validation | HOBBIES_1_030_CA_1_validation | date_col | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2016-04-15 | 1 | 0 | 2 | 1 | 2 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 2 | 0 | 1 | 5 | 1 | 0 | 3 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 0 | 0 | 2016-04-15 |
| 2016-04-16 | 3 | 0 | 1 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 4 | 6 | 0 | 0 | 31 | 1 | 2 | 0 | 2 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 2016-04-16 |
| 2016-04-17 | 0 | 0 | 2 | 5 | 1 | 0 | 0 | 1 | 1 | 0 | 1 | 1 | 2 | 2 | 2 | 15 | 0 | 0 | 30 | 0 | 3 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 5 | 12 | 2016-04-17 |
| 2016-04-18 | 1 | 0 | 1 | 4 | 0 | 1 | 1 | 37 | 1 | 0 | 0 | 0 | 1 | 1 | 2 | 9 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | 0 | 1 | 0 | 0 | 1 | 1 | 0 | 2016-04-18 |
| 2016-04-19 | 1 | 0 | 1 | 1 | 1 | 0 | 0 | 3 | 6 | 0 | 0 | 0 | 0 | 2 | 1 | 4 | 0 | 0 | 5 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 2 | 8 | 2016-04-19 |
| 2016-04-20 | 1 | 1 | 1 | 0 | 1 | 0 | 1 | 4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 4 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 1 | 1 | 7 | 2016-04-20 |
| 2016-04-21 | 3 | 0 | 0 | 1 | 2 | 0 | 0 | 6 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 11 | 0 | 0 | 1 | 1 | 0 | 2 | 0 | 0 | 1 | 4 | 7 | 2016-04-21 |
| 2016-04-22 | 0 | 0 | 1 | 3 | 2 | 2 | 0 | 3 | 0 | 2 | 0 | 0 | 0 | 3 | 2 | 15 | 2 | 0 | 4 | 0 | 0 | 0 | 0 | 2 | 2 | 0 | 0 | 1 | 0 | 19 | 2016-04-22 |
| 2016-04-23 | 1 | 0 | 1 | 7 | 2 | 0 | 1 | 2 | 0 | 0 | 0 | 0 | 1 | 1 | 5 | 1 | 1 | 0 | 6 | 0 | 1 | 0 | 4 | 0 | 2 | 1 | 2 | 1 | 0 | 3 | 2016-04-23 |
| 2016-04-24 | 1 | 0 | 1 | 2 | 4 | 0 | 1 | 1 | 0 | 2 | 0 | 0 | 1 | 1 | 4 | 6 | 6 | 0 | 12 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 1 | 3 | 11 | 2016-04-24 |